{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "8b76fd9b-eff8-401e-bc9f-1b107e54b9ac",
   "metadata": {},
   "source": [
    "Chapter 13\n",
    "# 使用networkx.draw_networkx()，节点位置\n",
    "Book_6《数据有道》 | 鸢尾花书：从加减乘除到机器学习"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "c74ea224-5dc8-4284-bc04-350995ab9194",
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import networkx as nx"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "71f170e4-112b-4553-aaf4-6491148c84a9",
   "metadata": {},
   "outputs": [],
   "source": [
    "m = 3\n",
    "n = 9\n",
    "G = nx.complete_bipartite_graph(m,n)\n",
    "# 创建完全二分图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "fd285a46-29bf-4683-8bff-d47d7f6f5cd0",
   "metadata": {},
   "outputs": [],
   "source": [
    "pos = {}\n",
    "# m = 3 位于上层；n = 9 位于下层\n",
    "pos.update((i, (i - m/2, 1)) for i in range(m))\n",
    "pos.update((i, (i - m - n/2, 0)) for i in range(m, m + n))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "81d9523a-676a-456d-8027-47c23399ad2b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{0: (-1.5, 1),\n",
       " 1: (-0.5, 1),\n",
       " 2: (0.5, 1),\n",
       " 3: (-4.5, 0),\n",
       " 4: (-3.5, 0),\n",
       " 5: (-2.5, 0),\n",
       " 6: (-1.5, 0),\n",
       " 7: (-0.5, 0),\n",
       " 8: (0.5, 0),\n",
       " 9: (1.5, 0),\n",
       " 10: (2.5, 0),\n",
       " 11: (3.5, 0)}"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pos"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "607bb785-903e-4e8a-8481-8624ca87ddaa",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize = (6,6))\n",
    "nx.draw_networkx(G, with_labels=True, \n",
    "        pos=pos, \n",
    "        node_size=300, \n",
    "        width=0.4)\n",
    "plt.savefig('m = 3 位于上层；n = 9 位于下层.svg')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "3f4a5cad-c6a5-4a26-9c9f-f1a6d4d597f1",
   "metadata": {},
   "outputs": [],
   "source": [
    "# m = 3 位于下层；n = 9 位于上层\n",
    "pos = {}\n",
    "pos.update((i, (i - m/2, 0)) for i in range(m))\n",
    "pos.update((i, (i - m - n/2, 1)) for i in range(m, m + n))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "713a1b07-d187-4b2b-a388-813afc5aba2a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{0: (-1.5, 0),\n",
       " 1: (-0.5, 0),\n",
       " 2: (0.5, 0),\n",
       " 3: (-4.5, 1),\n",
       " 4: (-3.5, 1),\n",
       " 5: (-2.5, 1),\n",
       " 6: (-1.5, 1),\n",
       " 7: (-0.5, 1),\n",
       " 8: (0.5, 1),\n",
       " 9: (1.5, 1),\n",
       " 10: (2.5, 1),\n",
       " 11: (3.5, 1)}"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pos"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "10916882-d26a-4cc6-ba7d-dbab67536ed6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize = (6,6))\n",
    "nx.draw_networkx(G, with_labels=True, \n",
    "        pos=pos, \n",
    "        node_size=300, \n",
    "        width=0.4)\n",
    "plt.savefig('m = 3 位于下层；n = 9 位于上层.svg')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "646ea453-b0cd-475f-82c4-5adc62ee1cda",
   "metadata": {},
   "outputs": [],
   "source": [
    "# m = 3 位于右侧；n = 9 位于左侧\n",
    "pos = {}\n",
    "pos.update((i, (1, i - m/2)) for i in range(m))\n",
    "pos.update((i, (0, i - m - n/2)) for i in range(m, m + n))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "b2bb2aeb-02b0-4693-8e43-123f75af1417",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{0: (1, -1.5),\n",
       " 1: (1, -0.5),\n",
       " 2: (1, 0.5),\n",
       " 3: (0, -4.5),\n",
       " 4: (0, -3.5),\n",
       " 5: (0, -2.5),\n",
       " 6: (0, -1.5),\n",
       " 7: (0, -0.5),\n",
       " 8: (0, 0.5),\n",
       " 9: (0, 1.5),\n",
       " 10: (0, 2.5),\n",
       " 11: (0, 3.5)}"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pos"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "b574b577-5fa5-4dda-9a86-b28892c689d8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize = (6,6))\n",
    "nx.draw_networkx(G, with_labels=True, \n",
    "        pos=pos, \n",
    "        node_size=300, \n",
    "        width=0.4)\n",
    "plt.savefig('m = 3 位于右侧；n = 9 位于左侧.svg')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "98e1c246-962d-448b-bd37-f026ee3ae731",
   "metadata": {},
   "outputs": [],
   "source": [
    "# m = 3 位于左侧；n = 9 位于右侧\n",
    "pos = {}\n",
    "pos.update((i, (0, i - m/2)) for i in range(m))\n",
    "pos.update((i, (1, i - m - n/2)) for i in range(m, m + n))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "6b0d1d3a-b264-4e45-85fd-988dafafec31",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{0: (0, -1.5),\n",
       " 1: (0, -0.5),\n",
       " 2: (0, 0.5),\n",
       " 3: (1, -4.5),\n",
       " 4: (1, -3.5),\n",
       " 5: (1, -2.5),\n",
       " 6: (1, -1.5),\n",
       " 7: (1, -0.5),\n",
       " 8: (1, 0.5),\n",
       " 9: (1, 1.5),\n",
       " 10: (1, 2.5),\n",
       " 11: (1, 3.5)}"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pos"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "70679c51-90a2-447f-8d13-a769b0fde86f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize = (6,6))\n",
    "nx.draw_networkx(G, with_labels=True, \n",
    "        pos=pos, \n",
    "        node_size=300, \n",
    "        width=0.4)\n",
    "plt.savefig('m = 3 位于左侧；n = 9 位于右侧.svg')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "21c42b59-2539-4f19-9e95-038c38b0612d",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3b464b76-48d6-4d5e-a858-f2ba36ee3b31",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b124d369-90a4-433b-8c93-4e91d245c20e",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
